Pith Number

pith:KQ3PRRP5

pith:2023:KQ3PRRP53XFODQFELHETHYYFUM

not attested not anchored not stored refs pending

Do We Still Need Clinical Language Models?

Alistair Johnson, Daniel Nadler, Diwakar Mahajan, Emily Alsentzer, Eric Lehman, Evan Hernandez, Jonas Wulff, Micah J. Smith, Peter Szolovits, Zachary Ziegler

arxiv:2302.08091 v1 · 2023-02-16 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KQ3PRRP53XFODQFELHETHYYFUM}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

Towards Expert-Level Medical Question Answering with Large Language Models

BloombergGPT: A Large Language Model for Finance

Towards an AI co-scientist

Yale-DM-Lab at ArchEHR-QA 2026: Deterministic Grounding and Multi-Pass Evidence Alignment for EHR Question Answering

Receipt and verification

First computed	2026-07-05T05:42:34.232669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5436f8c5fdddcae1c0a459c933e305a31f3472d83bdb1f355121627af0c97125

Aliases

arxiv: 2302.08091 · arxiv_version: 2302.08091v1 · doi: 10.48550/arxiv.2302.08091 · pith_short_12: KQ3PRRP53XFO · pith_short_16: KQ3PRRP53XFODQFE · pith_short_8: KQ3PRRP5

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/KQ3PRRP53XFODQFELHETHYYFUM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5436f8c5fdddcae1c0a459c933e305a31f3472d83bdb1f355121627af0c97125

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7851fce04b78a28510134680592cc4d60612eb47da686a2b70e4d4c545b27546",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-16T05:08:34Z",
    "title_canon_sha256": "7dca3ce6b277e1c15af9d3467c474a51ebbdd28e4e3cf8fe0e0b267ebb160bb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08091",
    "kind": "arxiv",
    "version": 1
  }
}